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InternLM / InternLM

Official release of InternLM series (InternLM, InternLM2, InternLM2.5, InternLM3).

聊天机器人 gpt large-language-model long-context rlhf fine-tuning-llm 大语言模型 chinese flash-attention pretrained-models

Python

6868

484

2 个月前

PacktPublishing / LLM-Engineers-Handbook

The LLM's practical guide: From the fundamentals to deploying advanced LLM and RAG apps to AWS using LLMOps best practices

genai 大语言模型 llmops mlops rag Amazon Web Services fine-tuning-llm llm-evaluation ml-system-design

Python

3136

651

1 个月前

dvlab-research / LongLoRA

Code and documents of LongLoRA and LongAlpaca (ICLR 2024 Oral)

fine-tuning-llm large-language-models long-context 大语言模型 lora

Python

2655

285

8 个月前

peremartra / Large-Language-Model-Notebooks-Course

Practical course about Large Language Models.

chatbots huggingface langchain large-language-models transformers vector-database fine-tuning-llm pruning

Jupyter Notebook

1572

399

3 小时前

InternLM / Agent-FLAN

[ACL2024 Findings] Agent-FLAN: Designing Data and Methods of Effective Agent Tuning for Large Language Models

agent 大语言模型聊天机器人 fine-tuning-llm gpt large-language-model

346

1 年前

promptslab / LLMtuner

FineTune LLMs in few lines of code (Text2Text, Text2Speech, Speech2Text)

fine-tuning fine-tuning-llm finetune finetune-llm finetuning 大语言模型 llm-framework llm-inference llm-training llmops Whisper

Python

237

1 年前

AXYZdong / AMchat

AM (Advanced Mathematics) Chat is a large language model that integrates advanced mathematical knowledge, exercises in higher mathematics, and their solutions. AM (Advanced Mathematics) chat 高等数学大模型。一个集成数学知识和高等数学习题及其解答的大语言模型。

large-language-models 大语言模型数学 fine-tuning-llm gpt

Python

182

8 个月前

simplifine-llm / Simplifine

🚀 Easy, open-source LLM finetuning with one-line commands, seamless cloud integration, and popular optimization frameworks. ✨

cloud fine-tuning fine-tuning-llm large-language-models llama 大语言模型 llm-training Open Source 人工智能 gpt instruction-tuning llama3 lora mistral moe peft phi qwen

Python

8 个月前

JonusNattapong / Notebook-Git-Colab

Repository `JonusNattapong/Notebook-Git-Colab` เป็นการรวบรวมแหล่งข้อมูลสำหรับการเรียนรู้เกี่ยวกับปัญญาประดิษฐ์ (Artificial Intelligence - AI) และโมเดลภาษาขนาดใหญ่ (Large Language Models - LLMs) รวมถึงหัวข้อพื้นฐาน, สมุดบันทึกที่แนะนำ, คอร์สออนไลน์, เครื่องมือ, ชุดข้อมูล และเทคนิคขั้นสูงสำหรับการพัฒนาและปรับแต่งโมเดล AI

人工智能 artificial-intelligence-algorithms fine-tuning fine-tuning-llm intelligence large-language-models learning learning-python llms Hackathon-Kit 工具

Jupyter Notebook

1 个月前

ymoslem / Adaptive-MT-LLM-Fine-tuning

Fine-tuning Open-Source LLMs for Adaptive Machine Translation

domain-adaptation fine-tuning-llm large-language-models machine-translation mistral

Jupyter Notebook

14 天前

architkaila / Fine-Tuning-LLMs-for-Medical-Entity-Extraction

Exploring the potential of fine-tuning Large Language Models (LLMs) like Llama2 and StableLM for medical entity extraction. This project focuses on adapting these models using PEFT, Adapter V2, and LoRA techniques to efficiently and accurately extract drug names and adverse side-effects from pharmaceutical texts

entity-extraction fine-tuning-llm large-language-models medical-application parameter-efficient-fine-tuning

Python

1 年前

discus-labs / discus

A data-centric AI package for ML/AI. Get the best high-quality data for the best results. Discord: https://discord.gg/t6ADqBKrdZ

llms synthetic-data synthetic-dataset-generation fine-tuning llm-training fine-tuning-llm gpt gpt-4 huggingface-transformers large-language-models openai Python

Python

1 年前

intel / polite-guard

Source code for Intel's Polite Guard NLP project

fine-tuning-llm synthetic-dataset-generation text-classification

Python

8 天前

dvgodoy / LLM-visuals

Over 60 figures and diagrams of LLMs, quantization, low-rank adapters (LoRA), and chat templates FREE TO USE in your blog posts, slides, presentations, or papers.

data-types fine-tuning fine-tuning-llm hugging-face 大语言模型 llms lora quantization sft supervised-learning

2 个月前

daekeun-ml / azure-llm-fine-tuning

This hands-on walks you through fine-tuning an open source LLM on Azure and serving the fine-tuned model on Azure. It is intended for Data Scientists and ML engineers who have experience with fine-tuning but are unfamiliar with Azure ML.

azureml fine-tuning-llm

Jupyter Notebook

10 个月前

starfishdata / starfish

Synthetic data generation to fuel AI models

人工智能 fine-tuning fine-tuning-llm 大语言模型 synthetic-data synthetic-data-generation synthetic-dataset-generation

Python

10 小时前

PrincySinghal / Html-code-generation-from-LLM

Fine-Tuning and Evaluating a Falcon 7B Model for generating HTML code from input prompts.

code-generation fine-tuning-llm 机器学习 llms

Jupyter Notebook

1 年前

THU-KEG / DICE

DICE: Detecting In-distribution Data Contamination with LLM's Internal State

benchmark fine-tuning-llm 大语言模型 sft

Python

7 个月前

aaaastark / Pretrain_Finetune_Transformers_Pytorch

Pre-Training and Fine-Tuning transformer models using PyTorch and the Hugging Face Transformers library. Whether you're delving into pre-training with custom datasets or fine-tuning for specific classification tasks, these notebooks offer explanations and code for implementation.

fine-tuning fine-tuning-llm huggingface-transformers large-language-models llms pre-trained-language-models pre-trained-model pre-training Python PyTorch transformers

Jupyter Notebook

1 年前

Eziotic / OpenFly

🔥 OpenFly: A Versatile Toolchain and Large-scale Benchmark for Aerial Vision-Language Navigation

fine-tuning-llm vlm

Python

2 个月前